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    "# The Deep Learning Book (Simplified)\n",
    "## Part II - Modern Practical Deep Networks\n",
    "*This is a series of blog posts on the [Deep Learning book](http://deeplearningbook.org)\n",
    "where we are attempting to provide a summary of each chapter highlighting the concepts that we found to be the most important so that other people can use it as a starting point for reading the chapters, while adding further explanations on few areas that we found difficult to grasp. Please refer [this](http://www.deeplearningbook.org/contents/notation.html) for more clarity on \n",
    "notation.*\n",
    "\n",
    "\n",
    "## Chapter 13: Linear Factor Models"
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